Bahri Batuhan Bilecen | Bilkent University, Aselsan Inc.

👋 Hi there!

I’m Batuhan, an MSc computer engineering student at Bilkent University and a full-time research engineer at Aselsan Inc. in Ankara, Türkiye. I received my electrical and electronics engineering BSc degree from Middle East Technical University (METU) with high honors in 2022, in Ankara, Türkiye.

I have worked on various topics throughout my undergraduate education: computer architecture, image signal processing, and computer vision applications for unmanned aerial vehicles, under the supervision of Prof. A. Aydin Alatan and Prof. Kemal Leblebicioglu. Currently, I am focusing on my MSc thesis about inverting 3D generative models under the supervision of Asst. Prof. Aysegul Dundar.

My current research mainly revolves around computer vision with deep learning: deep generative networks, inverse problems in image restoration, and neural network optimization.

📚 Publications

Dual Encoder GAN Inversion for High-Fidelity 3D Head Reconstruction from Single Images

Bahri Batuhan Bilecen*, Ahmet Berke Gokmen*, Aysegul Dundar

Conference on Neural Information Processing Systems (NeurIPS), 2024.

Code Project Page

Bayesian Conditioned Diffusion Models for Inverse Problems

Alper Gungor, Bahri Batuhan Bilecen, Tolga Cukur

arXiv in submission

Reference-Based 3D-Aware Image Editing with Triplane

Bahri Batuhan Bilecen, Yigit Yalin, Ning Yu, Aysegul Dundar

Code Project Page in submission

Diverse Inpainting and Editing with GAN Inversion

Ahmet Burak Yildirim, Hamza Pehlivan, Bahri Batuhan Bilecen, Aysegul Dundar

IEEE/CVF International Conference on Computer Vision (ICCV), 2023.

arXiv Project Page

Towards Clip-Free Quantized Super-Resolution Networks: How to Tame Representative Images

Alperen Kalay, Bahri Batuhan Bilecen, Mustafa Ayazoglu

British Machine Vision Conference (BMVC), 2023.

arXiv

Bicubic++ - Designing an Industry-Grade Super-Resolution Network

Bahri Batuhan Bilecen and Mustafa Ayazoglu

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), NTIRE Workshop, 2023.

arXiv Code Open Access Real-Time SR Track 2 Challange Winner

XCAT - Lightweight Quantized Single Image Super-Resolution using Heterogeneous Group Convolutions and Cross Concatenation

Mustafa Ayazoglu and Bahri Batuhan Bilecen

European Conference on Computer Vision (ECCV), Advances in Image Manipulation (AIM) Workshop, 2022.

arXiv Open Access

Efficient Multi-Purpose Cross Attention-Based Image Alignment Block for Edge Devices

Bahri Batuhan Bilecen, Alparslan Fisne, Mustafa Ayazoglu

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Embedded Vision Workshop, 2022.

arXiv Open Access